Question #349953

The mean scores of a random sample of 17 students who took a special test is 83.5. If the standard deviation of the scores is 4.1, and the sample comes from an approximately normal population, find the point and the interval estimates of the population mean adopting a confidence level of 95%. With explanation


1
Expert's answer
2022-06-13T23:58:34-0400

The point estimate is the mean scores of a random sample of 17 students who took a special test: μ=83.5.\mu=83.5.

The critical value for α=0.05\alpha = 0.05 and df=n1=16df = n-1 = 16 degrees of freedom is tc=z1α/2;n1=2.119905t_c = z_{1-\alpha/2; n-1} = 2.119905

The corresponding confidence interval is computed as shown below:


CI=(xˉtc×sn,xˉ+tc×sn)CI=(\bar{x}-t_c\times \dfrac{s}{\sqrt{n}}, \bar{x}+t_c\times \dfrac{s}{\sqrt{n}})=(83.52.119905×4.117,=(83.5-2.119905\times \dfrac{4.1}{\sqrt{17}},83.52.119905×4.117)83.5-2.119905\times \dfrac{4.1}{\sqrt{17}})=(81.392,85.608)=(81.392,85.608)


Therefore, based on the data provided, the 95% confidence interval for the population mean is 81.392<μ<85.608,81.392 < \mu < 85.608, which indicates that we are 95% confident that the true population mean μ\mu is contained by the interval (81.392,85.608).(81.392, 85.608).

The interval estimate of the population mean adopting a confidence level of 95% is 81.392<μ<85.608.81.392 < \mu < 85.608.



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